Best TWAS P=1.09e-33 · Best GWAS P=5.71e-32 conditioned to 1
# | Study | Tissue | Gene | h2 | eQTL R2 | model | # weights | model R2 | model R2 P | eQTL GWAS Z | TWAS Z | TWAS P | Top SNP corr | PP3 | PP4 | joint |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | CommonMind | Brain Pre-frontal Cortex | MAX | 0.15 | 0.16 | lasso | 2 | 0.16 | 1.2e-18 | -10.7 | 10.5 | 9.9e-26 | -0.80 | 0.97 | 0.03 | FALSE |
2 | CommonMind | Brain Pre-frontal Cortex | SPTB | 0.06 | 0.05 | bslmm | 528 | 0.05 | 9.5e-07 | -4.3 | 6.6 | 3.4e-11 | -0.38 | 0.73 | 0.19 | FALSE |
3 | GTEx | Adipose Subcutaneous | MTHFD1 | 0.11 | 0.13 | enet | 13 | 0.12 | 5.6e-10 | -4.8 | 5.2 | 1.9e-07 | 0.03 | 1.00 | 0.00 | FALSE |
4 | GTEx | Adipose Subcutaneous | CTD-2555O16.2 | 0.09 | 0.09 | enet | 11 | 0.07 | 5.1e-06 | -4.8 | 5.5 | 4.9e-08 | 0.02 | 0.97 | 0.02 | FALSE |
5 | GTEx | Adipose Subcutaneous | CTD-2555O16.4 | 0.11 | 0.10 | enet | 18 | 0.08 | 3.8e-07 | -4.8 | 5.2 | 1.8e-07 | -0.03 | 0.98 | 0.01 | FALSE |
6 | GTEx | Adipose Visceral Omentum | CHURC1 | 0.40 | 0.37 | lasso | 5 | 0.39 | 3.0e-21 | -4.4 | 5.2 | 1.8e-07 | -0.39 | 1.00 | 0.00 | FALSE |
7 | GTEx | Artery Aorta | SPTB | 0.13 | 0.00 | enet | 11 | 0.01 | 9.0e-02 | -2.4 | -6.7 | 2.3e-11 | 0.37 | 0.08 | 0.05 | FALSE |
8 | GTEx | Artery Tibial | MTHFD1 | 0.29 | 0.23 | enet | 21 | 0.24 | 3.3e-19 | -4.9 | 5.9 | 3.4e-09 | 0.01 | 0.96 | 0.04 | FALSE |
9 | GTEx | Artery Tibial | CTD-2555O16.2 | 0.17 | 0.12 | enet | 21 | 0.11 | 3.8e-09 | -5.8 | 6.1 | 8.0e-10 | -0.01 | 0.50 | 0.50 | FALSE |
10 | GTEx | Artery Tibial | CTD-2555O16.4 | 0.14 | 0.09 | enet | 15 | 0.07 | 3.0e-06 | -5.8 | 5.7 | 1.3e-08 | 0.01 | 0.57 | 0.43 | FALSE |
11 | GTEx | Brain Hippocampus | CHURC1 | 0.32 | 0.03 | enet | 9 | 0.08 | 5.3e-03 | -5.7 | 5.1 | 3.1e-07 | -0.36 | 0.12 | 0.31 | FALSE |
12 | GTEx | Breast Mammary Tissue | MTHFD1 | 0.11 | 0.13 | enet | 10 | 0.05 | 1.8e-03 | -4.8 | 5.8 | 4.9e-09 | 0.00 | 0.77 | 0.12 | FALSE |
13 | GTEx | Breast Mammary Tissue (Male) | MTHFD1 | 0.17 | 0.03 | lasso | 3 | 0.04 | 4.1e-02 | -4.8 | 6.1 | 1.3e-09 | 0.00 | 0.06 | 0.15 | FALSE |
14 | GTEx | Cells Transformed fibroblasts | RAB15 | 0.64 | 0.08 | enet | 41 | 0.33 | 1.3e-25 | -5.5 | -7.2 | 4.9e-13 | 0.45 | 1.00 | 0.00 | FALSE |
15 | GTEx | Colon Transverse | MTHFD1 | 0.20 | 0.01 | enet | 49 | 0.02 | 6.2e-02 | -4.2 | 6.0 | 2.0e-09 | -0.12 | 0.16 | 0.32 | FALSE |
16 | GTEx | Esophagus Gastroesophageal Junction | RAB15 | 0.20 | 0.13 | lasso | 13 | 0.16 | 2.4e-06 | -3.1 | -5.5 | 3.1e-08 | 0.45 | 0.60 | 0.28 | FALSE |
17 | GTEx | Esophagus Gastroesophageal Junction | CHURC1 | 0.40 | 0.40 | lasso | 6 | 0.43 | 2.9e-17 | -6.5 | 5.7 | 9.6e-09 | -0.41 | 1.00 | 0.00 | FALSE |
18 | GTEx | Esophagus Mucosa | RAB15 | 0.23 | 0.04 | enet | 41 | 0.14 | 1.2e-09 | -3.1 | -5.1 | 2.9e-07 | 0.31 | 0.82 | 0.06 | FALSE |
19 | GTEx | Esophagus Mucosa | CTD-2555O16.2 | 0.08 | 0.00 | enet | 15 | 0.03 | 2.9e-03 | 5.6 | 5.6 | 2.0e-08 | -0.07 | 0.22 | 0.08 | FALSE |
20 | GTEx | Esophagus Muscularis | MTHFD1 | 0.11 | 0.04 | enet | 9 | 0.03 | 6.6e-03 | -4.8 | 5.3 | 1.2e-07 | -0.02 | 0.18 | 0.16 | FALSE |
21 | GTEx | Esophagus Muscularis | PLEKHG3 | 0.21 | 0.03 | enet | 19 | 0.03 | 4.5e-03 | 5.0 | 6.1 | 9.0e-10 | -0.15 | 0.92 | 0.00 | TRUE |
22 | GTEx | Esophagus Muscularis | RAB15 | 0.35 | 0.06 | enet | 23 | 0.17 | 1.2e-10 | -5.5 | -8.4 | 5.3e-17 | 0.50 | 1.00 | 0.00 | FALSE |
23 | GTEx | Heart Left Ventricle | SYNE2 | 0.20 | 0.14 | lasso | 5 | 0.09 | 1.6e-05 | 6.0 | -6.3 | 2.3e-10 | 0.01 | 0.27 | 0.70 | TRUE |
24 | GTEx | Lung | MTHFD1 | 0.12 | 0.12 | enet | 17 | 0.08 | 7.6e-07 | -4.8 | 5.6 | 2.0e-08 | 0.02 | 0.98 | 0.01 | FALSE |
25 | GTEx | Lung | PLEKHG3 | 0.16 | 0.04 | lasso | 3 | 0.09 | 3.8e-07 | 4.3 | 5.2 | 2.5e-07 | -0.01 | 0.61 | 0.04 | FALSE |
26 | GTEx | Muscle Skeletal | FNTB | 0.05 | 0.02 | lasso | 6 | 0.01 | 5.8e-02 | -10.0 | 10.3 | 7.8e-25 | -0.75 | 0.12 | 0.75 | FALSE |
27 | GTEx | Nerve Tibial | MTHFD1 | 0.31 | 0.28 | enet | 13 | 0.29 | 1.2e-20 | -4.8 | 5.6 | 2.9e-08 | 0.04 | 1.00 | 0.00 | FALSE |
28 | GTEx | Nerve Tibial | CTD-2555O16.2 | 0.15 | 0.11 | enet | 9 | 0.08 | 3.2e-06 | -4.8 | 5.2 | 1.7e-07 | 0.05 | 0.99 | 0.00 | FALSE |
29 | GTEx | Nerve Tibial | CTD-2555O16.4 | 0.09 | 0.06 | lasso | 6 | 0.04 | 7.7e-04 | 5.1 | 5.8 | 5.1e-09 | 0.00 | 0.28 | 0.20 | FALSE |
30 | GTEx | Ovary | CHURC1 | 0.48 | 0.27 | enet | 16 | 0.24 | 1.1e-06 | -4.4 | 6.1 | 1.1e-09 | -0.42 | 0.38 | 0.14 | FALSE |
31 | GTEx | Pituitary | RAB15 | 0.32 | 0.03 | enet | 16 | 0.10 | 1.9e-03 | -9.8 | -8.9 | 5.7e-19 | 0.70 | 0.05 | 0.82 | FALSE |
32 | GTEx | Prostate | MTHFD1 | 0.36 | 0.04 | enet | 30 | 0.09 | 3.2e-03 | -4.9 | 6.2 | 7.0e-10 | -0.09 | 0.12 | 0.33 | FALSE |
33 | GTEx | Skin Sun Exposed Lower leg | MTHFD1 | 0.25 | 0.24 | enet | 36 | 0.25 | 8.0e-21 | -4.8 | 5.5 | 3.4e-08 | 0.00 | 1.00 | 0.00 | FALSE |
34 | GTEx | Skin Sun Exposed Lower leg | CTD-2555O16.2 | 0.12 | 0.11 | lasso | 3 | 0.10 | 7.4e-09 | -4.3 | 5.3 | 1.0e-07 | 0.05 | 1.00 | 0.00 | FALSE |
35 | GTEx | Skin Sun Exposed Lower leg | CTD-2555O16.4 | 0.09 | 0.04 | enet | 11 | 0.02 | 1.5e-02 | -4.9 | 6.0 | 2.3e-09 | -0.01 | 0.37 | 0.21 | FALSE |
36 | GTEx | Testis | MTHFD1 | 0.19 | 0.10 | enet | 12 | 0.08 | 3.0e-04 | -5.8 | 5.9 | 2.7e-09 | 0.01 | 0.28 | 0.65 | FALSE |
37 | GTEx | Testis | RAB15 | 0.23 | 0.16 | lasso | 5 | 0.13 | 2.8e-06 | -5.5 | -6.3 | 2.8e-10 | 0.42 | 0.66 | 0.08 | FALSE |
38 | GTEx | Testis | PPP1R36 | 0.29 | 0.25 | enet | 17 | 0.28 | 1.1e-12 | 4.2 | -6.4 | 1.6e-10 | 0.26 | 1.00 | 0.00 | FALSE |
39 | GTEx | Thyroid | MTHFD1 | 0.37 | 0.29 | enet | 33 | 0.30 | 1.4e-23 | -4.8 | 6.1 | 9.7e-10 | 0.02 | 1.00 | 0.00 | FALSE |
40 | GTEx | Thyroid | RAB15 | 0.26 | 0.04 | enet | 52 | 0.08 | 1.5e-06 | -5.5 | -5.3 | 1.1e-07 | 0.35 | 0.97 | 0.01 | FALSE |
41 | GTEx | Thyroid | CTD-2555O16.2 | 0.09 | 0.03 | enet | 9 | 0.04 | 5.1e-04 | -4.8 | 6.2 | 7.2e-10 | 0.02 | 0.07 | 0.91 | FALSE |
42 | GTEx | Thyroid | CTD-2555O16.4 | 0.10 | 0.05 | enet | 17 | 0.04 | 8.1e-04 | -4.9 | 5.5 | 3.8e-08 | -0.02 | 0.40 | 0.53 | FALSE |
43 | GTEx | Uterus | CHURC1 | 0.34 | 0.13 | lasso | 7 | 0.31 | 3.6e-07 | -5.8 | 5.5 | 4.3e-08 | -0.43 | 0.19 | 0.08 | FALSE |
44 | GTEx | Vagina | CHURC1 | 0.43 | 0.24 | lasso | 12 | 0.27 | 5.4e-07 | -4.4 | 6.0 | 1.6e-09 | -0.46 | 0.37 | 0.07 | FALSE |
45 | GTEx | Whole Blood | CHURC1 | 0.30 | 0.27 | lasso | 6 | 0.33 | 3.9e-31 | -5.6 | 5.2 | 2.1e-07 | -0.40 | 1.00 | 0.00 | FALSE |
46 | METSIM | Adipose | RAB15 | 0.10 | 0.04 | enet | 22 | 0.08 | 3.8e-12 | -7.7 | -8.5 | 2.9e-17 | 0.51 | 1.00 | 0.00 | FALSE |
47 | YFS | Blood | MAX | 0.04 | 0.02 | lasso | 4 | 0.02 | 2.8e-06 | -11.8 | 12.1 | 1.1e-33 | -0.99 | 0.00 | 1.00 | TRUE |
48 | The Cancer Genome Atlas | Bladder Urothelial Carcinoma | FNTB | 0.10 | 0.03 | blup | 107 | 0.07 | 7.9e-07 | -3.1 | 6.7 | 2.1e-11 | -0.46 | 0.68 | 0.21 | FALSE |
49 | The Cancer Genome Atlas | Breast Invasive Carcinoma | FNTB | 0.02 | 0.03 | enet | 8 | 0.03 | 2.0e-07 | -7.9 | 7.2 | 4.7e-13 | -0.54 | 0.94 | 0.04 | FALSE |
50 | The Cancer Genome Atlas | Breast Invasive Carcinoma | RAB15 | 0.02 | 0.01 | blup | 49 | 0.02 | 6.7e-05 | -5.6 | -8.9 | 5.4e-19 | 0.56 | 0.09 | 0.84 | FALSE |
51 | The Cancer Genome Atlas | Esophageal Carcinoma | FNTB | 0.09 | 0.05 | lasso | 3 | 0.04 | 2.6e-02 | -7.8 | 7.1 | 1.5e-12 | -0.47 | 0.05 | 0.29 | FALSE |
52 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | FNTB | 0.06 | 0.02 | blup | 106 | 0.04 | 3.7e-05 | -3.0 | 6.7 | 2.5e-11 | -0.48 | 0.23 | 0.10 | FALSE |
53 | The Cancer Genome Atlas | Head and Neck Squamous Cell Carcinoma | RAB15 | 0.03 | 0.00 | blup | 49 | 0.01 | 1.8e-02 | -10.1 | -7.9 | 3.1e-15 | 0.57 | 0.01 | 0.94 | FALSE |
54 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | FNTB | 0.04 | 0.02 | lasso | 3 | 0.04 | 2.3e-05 | -3.0 | 6.3 | 2.7e-10 | -0.48 | 0.90 | 0.02 | FALSE |
55 | The Cancer Genome Atlas | Kidney Renal Clear Cell Carcinoma | RAB15 | 0.14 | 0.07 | enet | 15 | 0.09 | 5.5e-10 | -10.1 | -9.3 | 1.6e-20 | 0.55 | 0.00 | 1.00 | FALSE |
56 | The Cancer Genome Atlas | Brain Lower Grade Glioma | RAB15 | 0.04 | 0.05 | blup | 49 | 0.06 | 2.5e-07 | -5.6 | -7.5 | 5.1e-14 | 0.53 | 0.37 | 0.60 | FALSE |
57 | The Cancer Genome Atlas | Lung Adenocarcinoma | RAB15 | 0.04 | 0.01 | enet | 5 | 0.03 | 1.9e-04 | -8.4 | -7.5 | 7.8e-14 | 0.56 | 0.03 | 0.81 | FALSE |
58 | The Cancer Genome Atlas | Lung Squamous Cell Carcinoma | ESR2 | 0.02 | 0.00 | blup | 88 | 0.01 | 2.1e-02 | -4.3 | 5.7 | 1.2e-08 | 0.01 | 0.03 | 0.62 | FALSE |
59 | The Cancer Genome Atlas | Ovarian Serous Cystadenocarcinoma | RAB15 | 0.11 | 0.01 | enet | 12 | 0.06 | 1.1e-04 | -6.9 | -9.2 | 2.4e-20 | 0.50 | 0.02 | 0.89 | FALSE |
60 | The Cancer Genome Atlas | Pancreatic Adenocarcinoma | FNTB | 0.18 | 0.12 | blup | 107 | 0.18 | 6.5e-08 | -4.4 | 6.1 | 8.3e-10 | -0.48 | 0.91 | 0.07 | FALSE |
61 | The Cancer Genome Atlas | Prostate Adenocarcinoma | FNTB | 0.05 | 0.05 | blup | 107 | 0.06 | 3.6e-07 | -5.7 | 5.6 | 1.7e-08 | -0.43 | 0.99 | 0.00 | FALSE |
62 | The Cancer Genome Atlas | Prostate Adenocarcinoma | RAB15 | 0.04 | 0.00 | blup | 49 | 0.01 | 6.9e-02 | -10.1 | -9.9 | 5.8e-23 | 0.57 | 0.00 | 0.96 | FALSE |
63 | The Cancer Genome Atlas | Soft Tissue Sarcoma | FNTB | 0.05 | 0.04 | blup | 107 | 0.03 | 6.5e-03 | -3.1 | 5.7 | 1.1e-08 | -0.49 | 0.23 | 0.12 | FALSE |
64 | The Cancer Genome Atlas | Thyroid Carcinoma | ESR2 | 0.05 | 0.05 | lasso | 3 | 0.05 | 9.6e-06 | 5.5 | 5.6 | 2.8e-08 | 0.02 | 0.70 | 0.12 | FALSE |
65 | The Cancer Genome Atlas | Thyroid Carcinoma | FNTB | 0.14 | 0.06 | enet | 18 | 0.14 | 1.4e-13 | -3.0 | 8.7 | 2.6e-18 | -0.64 | 0.30 | 0.70 | FALSE |
66 | The Cancer Genome Atlas | Thyroid Carcinoma | MTHFD1 | 0.26 | 0.26 | enet | 16 | 0.27 | 1.7e-26 | -4.8 | 5.8 | 6.2e-09 | 0.03 | 0.10 | 0.89 | FALSE |
67 | The Cancer Genome Atlas | Thyroid Carcinoma | RAB15 | 0.04 | 0.01 | blup | 49 | 0.01 | 2.6e-02 | -5.4 | -6.2 | 6.5e-10 | 0.36 | 0.02 | 0.05 | FALSE |
68 | The Cancer Genome Atlas | Uterine Corpus Endometrial Carcinoma | CHURC1 | 0.35 | 0.22 | enet | 14 | 0.24 | 2.9e-07 | -3.1 | -5.5 | 4.3e-08 | 0.35 | 0.58 | 0.29 | FALSE |